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Comparison · Infra & APIs

Cursor vs Dokku

A side-by-side editorial comparison of Cursor and Dokku — release velocity, themes, recent moves, and the top alternatives to consider.

Cursor vs Dokku: at a glance

FeatureCursorDokku
SectorInfra & APIsInfra & APIs
Velocity score7.55.0
Sparks · 30d20
Top themesagent-sdk, cloud-agents, agentic-platform, evalspaas, kubernetes, k3s, cli-automation
Last editorial update2d ago2mo ago
Website—Visit →

What is Cursor?

Cursor's Agent SDK turns custom agents into code projects you can test, then deploy anywhere.

Cursor has grown from an editor into a delivery platform: Projects coordinates cloud agents, Origin hosts repos with a 20+ app marketplace, Rollouts watches deploys, and the Environments API scripts agent sandboxes. On October 20 the Agent SDK went GA. An agent is now a folder with a prompt, typed tools, skills, MCP connections and channels, tested with evals and deployed either to Cursor or to the team's own infrastructure.

Read the full Cursor trajectory →

What is Dokku?

Dokku is quietly turning into a k3s front-end with a JSON-first CLI.

The 0.38 patch line keeps shipping small releases with real features in them. v0.38.27 drops the local-image requirement for k3s deploys, reports Traefik DNS-provider variables as global keys, adds storage directory mode and removal flags, and introduces a vector-cron-sink so scheduled cron output has somewhere to go. It follows v0.38.26, which brought wildcard domains, custom cert issuers, and kernel sysctls to the k3s scheduler.

Read the full Dokku trajectory →

Cursor vs Dokku: editorial side-by-side

C
Cursor
INFRA · APIS
7.5

Cursor's Agent SDK turns custom agents into code projects you can test, then deploy anywhere.

◆ Current state

Cursor has grown from an editor into a delivery platform: Projects coordinates cloud agents, Origin hosts repos with a 20+ app marketplace, Rollouts watches deploys, and the Environments API scripts agent sandboxes. On October 20 the Agent SDK went GA. An agent is now a folder with a prompt, typed tools, skills, MCP connections and channels, tested with evals and deployed either to Cursor or to the team's own infrastructure.

◆ Where it's heading

The last month has been about opening Cursor's agent stack to outside code: partner apps write into Origin, the Environments API exposes sandboxes, and the Agent SDK lets teams build their own bots on the same runtime. Agents that wake on PR, CI, Slack, webhook and cron events push Cursor past the IDE into always-on team automation. Cursor is selling the agent runtime itself, not just its own agents.

◆ Prediction

Expect more starter templates and SDK-built agents to appear in the app marketplace, and tighter links between SDK agents and Projects or Rollouts. Whether self-hosted deploys get the same dashboard tooling as Cursor-hosted ones is not yet clear from the entries.

D
Dokku
INFRA · APIS
5.0

Dokku is quietly turning into a k3s front-end with a JSON-first CLI.

◆ Current state

The 0.38 patch line keeps shipping small releases with real features in them. v0.38.27 drops the local-image requirement for k3s deploys, reports Traefik DNS-provider variables as global keys, adds storage directory mode and removal flags, and introduces a vector-cron-sink so scheduled cron output has somewhere to go. It follows v0.38.26, which brought wildcard domains, custom cert issuers, and kernel sysctls to the k3s scheduler.

◆ Where it's heading

Two threads run through almost every release: closing the gap between the k3s scheduler and the classic single-host path, and making every command machine-readable. The k3s work has moved from basic scheduling to the operational details — certificates, DNS, sysctls, and now deploys that no longer assume a local Docker image — which is the sequence a project follows when it expects the Kubernetes path to become the default rather than the alternative.

◆ Prediction

Expect the remaining k3s parity gaps to keep closing one release at a time, and expect the logging work started with vector-cron-sink to extend to other task types that currently have no sink.

Alternatives to Cursor and Dokku

Other Infra & APIs products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Cursor or Dokku.

See all Cursor alternatives → · See all Dokku alternatives →

Recent activity from Cursor and Dokku

Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.

  1. 9d agoCursorCursor Agent SDK goes GA: agents as code, deployable anywhere ⚡
  2. 13d agoCursor# Canvases from cloud agents
  3. 16d agoCursorOrigin App Marketplace opens with 20+ apps and public submissions ⚡
  4. 1mo agoCursor# Rollouts ⚡
  5. 1mo agoCursor# Powered by Cloud Agents ⚡
  6. 1mo agoCursorSelf-hosted pools, external sandboxes, and Linux/Mac computer use ⚡
  7. 2mo agoDokkuk3s deploys drop the local-image requirement; cron output gains a sink
  8. 2mo agoDokkuWildcard domains and custom cert issuers land on k3s
  9. 3mo agoDokkuCommand injection fix, plus per-app Let's Encrypt on k3s
  10. 3mo agoDokkuDependency bumps and buildpack documentation
  11. 3mo agoDokkuCertificate CN parsing fixed for OpenSSL 3.x
  12. 3mo agoDokkuJSON output spreads across reports and plugin lists

Frequently asked questions

What is the difference between Cursor and Dokku?

They serve adjacent needs but don't currently overlap on shipped themes. Cursor is currently shipping more aggressively (velocity 7.5 vs 5.0), with 2 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.

Is Cursor better than Dokku?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Cursor is currently shipping more aggressively (velocity 7.5 vs 5.0), with 2 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Infra & APIs products to evaluate alongside.

What are the best alternatives to Cursor?

Top Cursor alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Cursor alternatives" section above for the current picks, or visit /alternatives/cursor for the full list with editorial commentary on each.

What are the best alternatives to Dokku?

Top Dokku alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Dokku alternatives" section above for the current picks, or visit /alternatives/dokku for the full list with editorial commentary on each.